According to Figure REF  that the residual connections exist in ResNet-32,
a subnetwork using IMP explores a much smoother route than using OMP as its contour is smoother and close-to-convex (a larger landscape area with mild variance, and a larger basin in the middle of it [1]}), which indicates that the optimization route may be smooth towards local minima.
